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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145939  17.103%  (93.896% of non-spam corpus)
# Correctly spam:     443126  51.930%  (63.496% of spam corpus)
# False positives:      9488  1.112%  (6.104% of nonspam, 1117761 weighted)
# False negatives:    254754  29.855%  (36.504% of spam, 494006 weighted)
# Average score for spam:  6.1    nonspam: 0.8
# Average for false-pos:   5.2  false-neg: 1.9
# TOTAL:              853307  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18310  93.62%
# Correctly spam:      55367  63.59%
# False positives:      1247  6.38%
# False negatives:     31702  36.41%
# TCR(l=50): 0.925754  SpamRecall: 63.590%  SpamPrec: 97.797%

##### 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: 153517  98.77%
# Correctly spam:     195078  27.95%
# False positives:      1910  1.23%
# False negatives:    502802  72.05%
# TCR(l=50): 1.166434  SpamRecall: 27.953%  SpamPrec: 99.030%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19321  98.79%
# Correctly spam:      24692  28.36%
# False positives:       236  1.21%
# False negatives:     62377  71.64%
# TCR(l=50): 1.173801  SpamRecall: 28.359%  SpamPrec: 99.053%