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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151343  45.555%  (99.651% of non-spam corpus)
# Correctly spam:     109021  32.816%  (60.452% of spam corpus)
# False positives:       530  0.160%  (0.349% of nonspam,  37267 weighted)
# False negatives:     71323  21.469%  (39.548% of spam, 144125 weighted)
# Average score for spam:  9.5    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              332217  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19037  99.64%
# Correctly spam:      13661  60.33%
# False positives:        69  0.36%
# False negatives:      8983  39.67%
# TCR(l=50): 1.821282  SpamRecall: 60.329%  SpamPrec: 99.497%

##### 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: 151636  99.84%
# Correctly spam:      70883  39.30%
# False positives:       237  0.16%
# False negatives:    109461  60.70%
# TCR(l=50): 1.486625  SpamRecall: 39.304%  SpamPrec: 99.667%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19066  99.79%
# Correctly spam:       8910  39.35%
# False positives:        40  0.21%
# False negatives:     13734  60.65%
# TCR(l=50): 1.439176  SpamRecall: 39.348%  SpamPrec: 99.553%