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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150674  12.404%  (98.921% of non-spam corpus)
# Correctly spam:     1012489  83.350%  (95.299% of spam corpus)
# False positives:      1644  0.135%  (1.079% of nonspam, 830538 weighted)
# False negatives:     49940  4.111%  (4.701% of spam,  91300 weighted)
# Average score for spam:  13.8    nonspam: -0.7
# Average for false-pos:   7.2  false-neg: 1.8
# TOTAL:              1214747  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18949  98.94%
# Correctly spam:     126334  95.26%
# False positives:       203  1.06%
# False negatives:      6286  4.74%
# TCR(l=50): 8.068873  SpamRecall: 95.260%  SpamPrec: 99.840%

##### 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: 148571  97.54%
# Correctly spam:     652140  61.38%
# False positives:      3747  2.46%
# False negatives:    410289  38.62%
# TCR(l=50): 1.777710  SpamRecall: 61.382%  SpamPrec: 99.429%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18671  97.49%
# Correctly spam:      81270  61.28%
# False positives:       481  2.51%
# False negatives:     51350  38.72%
# TCR(l=50): 1.758886  SpamRecall: 61.280%  SpamPrec: 99.412%