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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 459618  30.538%  (99.869% of non-spam corpus)
# Correctly spam:     978201  64.994%  (93.622% of spam corpus)
# False positives:       603  0.040%  (0.131% of nonspam,  89517 weighted)
# False negatives:     66640  4.428%  (6.378% of spam, 134956 weighted)
# Average score for spam:  16.8    nonspam: -1.6
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1505062  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57277  99.83%
# Correctly spam:     122202  93.69%
# False positives:        96  0.17%
# False negatives:      8237  6.31%
# TCR(l=50): 10.005293  SpamRecall: 93.685%  SpamPrec: 99.922%

##### 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: 458257  99.57%
# Correctly spam:     754581  72.22%
# False positives:      1964  0.43%
# False negatives:    290260  27.78%
# TCR(l=50): 2.689700  SpamRecall: 72.220%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57140  99.59%
# Correctly spam:      94205  72.22%
# False positives:       233  0.41%
# False negatives:     36234  27.78%
# TCR(l=50): 2.724062  SpamRecall: 72.221%  SpamPrec: 99.753%