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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130799  31.945%  (99.425% of non-spam corpus)
# Correctly spam:     233312  56.981%  (83.956% of spam corpus)
# False positives:       756  0.185%  (0.575% of nonspam,  96508 weighted)
# False negatives:     44586  10.889%  (16.044% of spam,  98776 weighted)
# Average score for spam:  13.1    nonspam: -0.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              409453  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16420  99.47%
# Correctly spam:      29194  83.98%
# False positives:        88  0.53%
# False negatives:      5568  16.02%
# TCR(l=50): 3.487360  SpamRecall: 83.983%  SpamPrec: 99.699%

##### 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: 131165  99.70%
# Correctly spam:     156804  56.43%
# False positives:       390  0.30%
# False negatives:    121094  43.57%
# TCR(l=50): 1.976599  SpamRecall: 56.425%  SpamPrec: 99.752%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16461  99.72%
# Correctly spam:      19454  55.96%
# False positives:        47  0.28%
# False negatives:     15308  44.04%
# TCR(l=50): 1.968626  SpamRecall: 55.963%  SpamPrec: 99.759%