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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142242  12.309%  (99.458% of non-spam corpus)
# Correctly spam:     874917  75.709%  (86.402% of spam corpus)
# False positives:       775  0.067%  (0.542% of nonspam, 163788 weighted)
# False negatives:    137696  11.915%  (13.598% of spam, 310449 weighted)
# Average score for spam:  8.9    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              1155630  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17806  99.20%
# Correctly spam:     109622  86.74%
# False positives:       144  0.80%
# False negatives:     16764  13.26%
# TCR(l=50): 5.273994  SpamRecall: 86.736%  SpamPrec: 99.869%

##### 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: 136552  95.48%
# Correctly spam:     401655  39.67%
# False positives:      6465  4.52%
# False negatives:    610958  60.33%
# TCR(l=50): 1.083927  SpamRecall: 39.665%  SpamPrec: 98.416%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17090  95.21%
# Correctly spam:      49904  39.49%
# False positives:       860  4.79%
# False negatives:     76482  60.51%
# TCR(l=50): 1.057783  SpamRecall: 39.485%  SpamPrec: 98.306%