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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240719  21.668%  (99.550% of non-spam corpus)
# Correctly spam:     627236  56.460%  (72.169% of spam corpus)
# False positives:      1088  0.098%  (0.450% of nonspam, 254229 weighted)
# False negatives:    241890  21.774%  (27.831% of spam, 238902 weighted)
# Average score for spam:  9.7    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 1.0
# TOTAL:              1110933  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30116  99.52%
# Correctly spam:      78305  72.18%
# False positives:       144  0.48%
# False negatives:     30181  27.82%
# TCR(l=50): 2.902170  SpamRecall: 72.180%  SpamPrec: 99.816%

##### 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: 241341  99.81%
# Correctly spam:     394832  45.43%
# False positives:       466  0.19%
# False negatives:    474294  54.57%
# TCR(l=50): 1.746657  SpamRecall: 45.429%  SpamPrec: 99.882%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30204  99.81%
# Correctly spam:      49431  45.56%
# False positives:        56  0.19%
# False negatives:     59055  54.44%
# TCR(l=50): 1.753876  SpamRecall: 45.564%  SpamPrec: 99.887%