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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 210048  28.167%  (99.408% of non-spam corpus)
# Correctly spam:     416431  55.843%  (77.921% of spam corpus)
# False positives:      1251  0.168%  (0.592% of nonspam,  96193 weighted)
# False negatives:    117993  15.823%  (22.079% of spam, 209135 weighted)
# Average score for spam:  12.0    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              745723  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26268  99.31%
# Correctly spam:      52098  78.07%
# False positives:       183  0.69%
# False negatives:     14636  21.93%
# TCR(l=50): 2.805600  SpamRecall: 78.068%  SpamPrec: 99.650%

##### 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: 203121  96.13%
# Correctly spam:     270676  50.65%
# False positives:      8178  3.87%
# False negatives:    263748  49.35%
# TCR(l=50): 0.794508  SpamRecall: 50.648%  SpamPrec: 97.067%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25418  96.09%
# Correctly spam:      33708  50.51%
# False positives:      1033  3.91%
# False negatives:     33026  49.49%
# TCR(l=50): 0.788110  SpamRecall: 50.511%  SpamPrec: 97.027%