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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 114215  9.101%  (99.398% of non-spam corpus)
# Correctly spam:     967442  77.088%  (84.857% of spam corpus)
# False positives:       692  0.055%  (0.602% of nonspam, 203832 weighted)
# False negatives:    172641  13.756%  (15.143% of spam, 486241 weighted)
# Average score for spam:  7.4    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              1254990  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14404  99.30%
# Correctly spam:     121189  85.18%
# False positives:       101  0.70%
# False negatives:     21091  14.82%
# TCR(l=50): 5.442791  SpamRecall: 85.176%  SpamPrec: 99.917%

##### 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: 109771  95.53%
# Correctly spam:     469697  41.20%
# False positives:      5136  4.47%
# False negatives:    670386  58.80%
# TCR(l=50): 1.229616  SpamRecall: 41.198%  SpamPrec: 98.918%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13819  95.27%
# Correctly spam:      58798  41.33%
# False positives:       686  4.73%
# False negatives:     83482  58.67%
# TCR(l=50): 1.207994  SpamRecall: 41.326%  SpamPrec: 98.847%