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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149115  22.910%  (99.065% of non-spam corpus)
# Correctly spam:     438951  67.440%  (87.728% of spam corpus)
# False positives:      1407  0.216%  (0.935% of nonspam, 301899 weighted)
# False negatives:     61405  9.434%  (12.272% of spam, 162559 weighted)
# Average score for spam:  9.5    nonspam: -0.2
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              650878  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18742  99.06%
# Correctly spam:      54831  87.75%
# False positives:       177  0.94%
# False negatives:      7657  12.25%
# TCR(l=50): 3.785546  SpamRecall: 87.746%  SpamPrec: 99.678%

##### 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: 149734  99.48%
# Correctly spam:     211895  42.35%
# False positives:       788  0.52%
# False negatives:    288461  57.65%
# TCR(l=50): 1.526122  SpamRecall: 42.349%  SpamPrec: 99.629%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18808  99.41%
# Correctly spam:      26684  42.70%
# False positives:       111  0.59%
# False negatives:     35804  57.30%
# TCR(l=50): 1.511051  SpamRecall: 42.703%  SpamPrec: 99.586%