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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309460  74.672%  (99.138% of non-spam corpus)
# Correctly spam:      70757  17.074%  (69.184% of spam corpus)
# False positives:      2692  0.650%  (0.862% of nonspam,  86413 weighted)
# False negatives:     31516  7.605%  (30.816% of spam,  52237 weighted)
# Average score for spam:  12.4    nonspam: -0.2
# Average for false-pos:   9.8  false-neg: 1.7
# TOTAL:              414425  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38629  99.18%
# Correctly spam:       8943  69.21%
# False positives:       320  0.82%
# False negatives:      3978  30.79%
# TCR(l=50): 0.646761  SpamRecall: 69.213%  SpamPrec: 96.545%

##### 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: 309718  99.22%
# Correctly spam:      58514  57.21%
# False positives:      2434  0.78%
# False negatives:     43759  42.79%
# TCR(l=50): 0.618117  SpamRecall: 57.214%  SpamPrec: 96.006%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38653  99.24%
# Correctly spam:       7487  57.94%
# False positives:       296  0.76%
# False negatives:      5434  42.06%
# TCR(l=50): 0.638579  SpamRecall: 57.944%  SpamPrec: 96.197%
