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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262180  27.463%  (99.442% of non-spam corpus)
# Correctly spam:     502168  52.601%  (72.670% of spam corpus)
# False positives:      1470  0.154%  (0.558% of nonspam, 259522 weighted)
# False negatives:    188858  19.782%  (27.330% of spam, 182643 weighted)
# Average score for spam:  10.1    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 1.0
# TOTAL:              954676  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32787  99.43%
# Correctly spam:      62752  72.80%
# False positives:       189  0.57%
# False negatives:     23446  27.20%
# TCR(l=50): 2.620319  SpamRecall: 72.800%  SpamPrec: 99.700%

##### 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: 262155  99.43%
# Correctly spam:     330774  47.87%
# False positives:      1495  0.57%
# False negatives:    360252  52.13%
# TCR(l=50): 1.588558  SpamRecall: 47.867%  SpamPrec: 99.550%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32793  99.45%
# Correctly spam:      41213  47.81%
# False positives:       183  0.55%
# False negatives:     44985  52.19%
# TCR(l=50): 1.592279  SpamRecall: 47.812%  SpamPrec: 99.558%