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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163878  43.524%  (96.400% of non-spam corpus)
# Correctly spam:     102312  27.173%  (49.540% of spam corpus)
# False positives:      6120  1.625%  (3.600% of nonspam, 223248 weighted)
# False negatives:    104213  27.678%  (50.460% of spam, 239833 weighted)
# Average score for spam:  7.0    nonspam: 1.5
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              376523  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20641  96.40%
# Correctly spam:      12809  49.55%
# False positives:       771  3.60%
# False negatives:     13042  50.45%
# TCR(l=50): 0.501066  SpamRecall: 49.549%  SpamPrec: 94.323%

##### 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: 164157  96.56%
# Correctly spam:      55737  26.99%
# False positives:      5841  3.44%
# False negatives:    150788  73.01%
# TCR(l=50): 0.466367  SpamRecall: 26.988%  SpamPrec: 90.514%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20687  96.61%
# Correctly spam:       6963  26.94%
# False positives:       725  3.39%
# False negatives:     18888  73.06%
# TCR(l=50): 0.468842  SpamRecall: 26.935%  SpamPrec: 90.570%