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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165345  48.459%  (99.153% of non-spam corpus)
# Correctly spam:     130370  38.208%  (74.732% of spam corpus)
# False positives:      1412  0.414%  (0.847% of nonspam,  91856 weighted)
# False negatives:     44080  12.919%  (25.268% of spam, 103048 weighted)
# Average score for spam:  12.3    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              341207  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20798  99.02%
# Correctly spam:      16454  75.08%
# False positives:       205  0.98%
# False negatives:      5460  24.92%
# TCR(l=50): 1.394908  SpamRecall: 75.084%  SpamPrec: 98.769%

##### 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: 166102  99.61%
# Correctly spam:      98889  56.69%
# False positives:       655  0.39%
# False negatives:     75561  43.31%
# TCR(l=50): 1.610640  SpamRecall: 56.686%  SpamPrec: 99.342%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20903  99.52%
# Correctly spam:      12389  56.53%
# False positives:       100  0.48%
# False negatives:      9525  43.47%
# TCR(l=50): 1.508709  SpamRecall: 56.535%  SpamPrec: 99.199%