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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 284942  38.115%  (99.585% of non-spam corpus)
# Correctly spam:     344968  46.144%  (74.756% of spam corpus)
# False positives:      1187  0.159%  (0.415% of nonspam,  67197 weighted)
# False negatives:    116491  15.582%  (25.244% of spam, 192176 weighted)
# Average score for spam:  8.1    nonspam: 0.5
# Average for false-pos:   7.0  false-neg: 1.6
# TOTAL:              747588  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35619  99.57%
# Correctly spam:      42877  74.52%
# False positives:       155  0.43%
# False negatives:     14659  25.48%
# TCR(l=50): 2.567540  SpamRecall: 74.522%  SpamPrec: 99.640%

##### 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: 276308  96.57%
# Correctly spam:     237278  51.42%
# False positives:      9821  3.43%
# False negatives:    224181  48.58%
# TCR(l=50): 0.645189  SpamRecall: 51.419%  SpamPrec: 96.025%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34565  96.62%
# Correctly spam:      29640  51.52%
# False positives:      1209  3.38%
# False negatives:     27896  48.48%
# TCR(l=50): 0.651258  SpamRecall: 51.516%  SpamPrec: 96.081%