##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 208622  32.079%  (99.085% of non-spam corpus)
# Correctly spam:     378188  58.152%  (85.992% of spam corpus)
# False positives:      1927  0.296%  (0.915% of nonspam, 432215 weighted)
# False negatives:     61605  9.473%  (14.008% of spam, 158190 weighted)
# Average score for spam:  11.4    nonspam: -1.2
# Average for false-pos:   10.7  false-neg: 2.6
# TOTAL:              650342  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26117  99.08%
# Correctly spam:      47351  86.36%
# False positives:       243  0.92%
# False negatives:      7477  13.64%
# TCR(l=50): 2.793499  SpamRecall: 86.363%  SpamPrec: 99.489%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 208976  99.25%
# Correctly spam:     199677  45.40%
# False positives:      1573  0.75%
# False negatives:    240116  54.60%
# TCR(l=50): 1.379673  SpamRecall: 45.402%  SpamPrec: 99.218%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26163  99.25%
# Correctly spam:      25051  45.69%
# False positives:       197  0.75%
# False negatives:     29777  54.31%
# TCR(l=50): 1.383602  SpamRecall: 45.690%  SpamPrec: 99.220%
