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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143761  21.048%  (98.047% of non-spam corpus)
# Correctly spam:     355041  51.982%  (66.192% of spam corpus)
# False positives:      2863  0.419%  (1.953% of nonspam, 315450 weighted)
# False negatives:    181337  26.550%  (33.808% of spam, 599833 weighted)
# Average score for spam:  7.3    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              683002  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18035  98.01%
# Correctly spam:      44505  66.43%
# False positives:       367  1.99%
# False negatives:     22494  33.57%
# TCR(l=50): 1.640363  SpamRecall: 66.426%  SpamPrec: 99.182%

##### 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: 143151  97.63%
# Correctly spam:     328969  61.33%
# False positives:      3473  2.37%
# False negatives:    207409  38.67%
# TCR(l=50): 1.407598  SpamRecall: 61.332%  SpamPrec: 98.955%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17967  97.64%
# Correctly spam:      41276  61.61%
# False positives:       435  2.36%
# False negatives:     25723  38.39%
# TCR(l=50): 1.411307  SpamRecall: 61.607%  SpamPrec: 98.957%