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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148333  12.300%  (98.412% of non-spam corpus)
# Correctly spam:     992417  82.290%  (94.044% of spam corpus)
# False positives:      2394  0.199%  (1.588% of nonspam, 544647 weighted)
# False negatives:     62857  5.212%  (5.956% of spam, 186906 weighted)
# Average score for spam:  14.1    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 3.0
# TOTAL:              1206001  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18629  98.36%
# Correctly spam:     123096  93.44%
# False positives:       311  1.64%
# False negatives:      8640  6.56%
# TCR(l=50): 5.445887  SpamRecall: 93.441%  SpamPrec: 99.748%

##### 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: 148622  98.60%
# Correctly spam:     627886  59.50%
# False positives:      2105  1.40%
# False negatives:    427388  40.50%
# TCR(l=50): 1.981222  SpamRecall: 59.500%  SpamPrec: 99.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18665  98.55%
# Correctly spam:      77871  59.11%
# False positives:       275  1.45%
# False negatives:     53865  40.89%
# TCR(l=50): 1.948325  SpamRecall: 59.111%  SpamPrec: 99.648%