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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 732636  54.841%  (99.620% of non-spam corpus)
# Correctly spam:     460345  34.459%  (76.660% of spam corpus)
# False positives:      2792  0.209%  (0.380% of nonspam,  67746 weighted)
# False negatives:    140161  10.492%  (23.340% of spam, 305629 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1335934  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91241  99.49%
# Correctly spam:      58548  78.05%
# False positives:       468  0.51%
# False negatives:     16464  21.95%
# TCR(l=50): 1.881698  SpamRecall: 78.052%  SpamPrec: 99.207%

##### 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: 721276  98.08%
# Correctly spam:     214968  35.80%
# False positives:     14152  1.92%
# False negatives:    385538  64.20%
# TCR(l=50): 0.549341  SpamRecall: 35.798%  SpamPrec: 93.823%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90008  98.15%
# Correctly spam:      26860  35.81%
# False positives:      1701  1.85%
# False negatives:     48152  64.19%
# TCR(l=50): 0.563145  SpamRecall: 35.808%  SpamPrec: 94.044%