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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152549  47.652%  (99.601% of non-spam corpus)
# Correctly spam:     135825  42.428%  (81.347% of spam corpus)
# False positives:       611  0.191%  (0.399% of nonspam,  40684 weighted)
# False negatives:     31144  9.729%  (18.653% of spam,  74352 weighted)
# Average score for spam:  12.8    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              320129  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19192  99.62%
# Correctly spam:      17064  81.16%
# False positives:        73  0.38%
# False negatives:      3962  18.84%
# TCR(l=50): 2.762218  SpamRecall: 81.157%  SpamPrec: 99.574%

##### 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: 152004  99.25%
# Correctly spam:      83515  50.02%
# False positives:      1156  0.75%
# False negatives:     83454  49.98%
# TCR(l=50): 1.182048  SpamRecall: 50.018%  SpamPrec: 98.635%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19112  99.21%
# Correctly spam:      10543  50.14%
# False positives:       153  0.79%
# False negatives:     10483  49.86%
# TCR(l=50): 1.159543  SpamRecall: 50.143%  SpamPrec: 98.570%