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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143782  24.510%  (99.826% of non-spam corpus)
# Correctly spam:     370902  63.226%  (83.801% of spam corpus)
# False positives:       250  0.043%  (0.174% of nonspam,  46403 weighted)
# False negatives:     71697  12.222%  (16.199% of spam, 265932 weighted)
# Average score for spam:  8.8    nonspam: 0.1
# Average for false-pos:   6.0  false-neg: 3.7
# TOTAL:              586631  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18028  99.81%
# Correctly spam:      46147  83.65%
# False positives:        35  0.19%
# False negatives:      9018  16.35%
# TCR(l=50): 5.123050  SpamRecall: 83.653%  SpamPrec: 99.924%

##### 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: 143412  99.57%
# Correctly spam:     234821  53.06%
# False positives:       620  0.43%
# False negatives:    207778  46.94%
# TCR(l=50): 1.853600  SpamRecall: 53.055%  SpamPrec: 99.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18000  99.65%
# Correctly spam:      29311  53.13%
# False positives:        63  0.35%
# False negatives:     25854  46.87%
# TCR(l=50): 1.901979  SpamRecall: 53.133%  SpamPrec: 99.786%