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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 384535  46.287%  (97.560% of non-spam corpus)
# Correctly spam:     198441  23.887%  (45.451% of spam corpus)
# False positives:      9617  1.158%  (2.440% of nonspam, 317559 weighted)
# False negatives:    238162  28.668%  (54.549% of spam, 525744 weighted)
# Average score for spam:  6.6    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              830755  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47941  97.48%
# Correctly spam:      24511  45.04%
# False positives:      1237  2.52%
# False negatives:     29915  54.96%
# TCR(l=50): 0.593102  SpamRecall: 45.035%  SpamPrec: 95.196%

##### 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: 385028  97.69%
# Correctly spam:     168037  38.49%
# False positives:      9124  2.31%
# False negatives:    268566  61.51%
# TCR(l=50): 0.602405  SpamRecall: 38.487%  SpamPrec: 94.850%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48030  97.67%
# Correctly spam:      20800  38.22%
# False positives:      1148  2.33%
# False negatives:     33626  61.78%
# TCR(l=50): 0.597917  SpamRecall: 38.217%  SpamPrec: 94.769%