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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 270356  38.410%  (95.923% of non-spam corpus)
# Correctly spam:     335880  47.719%  (79.587% of spam corpus)
# False positives:     11490  1.632%  (4.077% of nonspam, 494708 weighted)
# False negatives:     86150  12.239%  (20.413% of spam, 204124 weighted)
# Average score for spam:  12.4    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              703876  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33716  95.65%
# Correctly spam:      41681  79.29%
# False positives:      1535  4.35%
# False negatives:     10885  20.71%
# TCR(l=50): 0.599829  SpamRecall: 79.293%  SpamPrec: 96.448%

##### 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: 269675  95.68%
# Correctly spam:     216305  51.25%
# False positives:     12171  4.32%
# False negatives:    205725  48.75%
# TCR(l=50): 0.518289  SpamRecall: 51.253%  SpamPrec: 94.673%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33755  95.76%
# Correctly spam:      27005  51.37%
# False positives:      1496  4.24%
# False negatives:     25561  48.63%
# TCR(l=50): 0.523769  SpamRecall: 51.374%  SpamPrec: 94.751%