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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154770  44.456%  (97.699% of non-spam corpus)
# Correctly spam:     168873  48.507%  (89.010% of spam corpus)
# False positives:      3645  1.047%  (2.301% of nonspam, 140861 weighted)
# False negatives:     20851  5.989%  (10.990% of spam,  51214 weighted)
# Average score for spam:  12.0    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.5
# TOTAL:              348139  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19487  97.69%
# Correctly spam:      21149  88.81%
# False positives:       461  2.31%
# False negatives:      2665  11.19%
# TCR(l=50): 0.926074  SpamRecall: 88.809%  SpamPrec: 97.867%

##### 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: 156527  98.81%
# Correctly spam:      85980  45.32%
# False positives:      1888  1.19%
# False negatives:    103744  54.68%
# TCR(l=50): 0.957506  SpamRecall: 45.318%  SpamPrec: 97.851%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19698  98.75%
# Correctly spam:      10621  44.60%
# False positives:       250  1.25%
# False negatives:     13193  55.40%
# TCR(l=50): 0.926867  SpamRecall: 44.600%  SpamPrec: 97.700%