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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389629  29.999%  (99.784% of non-spam corpus)
# Correctly spam:     839587  64.642%  (92.429% of spam corpus)
# False positives:       842  0.065%  (0.216% of nonspam, 117102 weighted)
# False negatives:     68770  5.295%  (7.571% of spam, 117981 weighted)
# Average score for spam:  16.3    nonspam: -2.0
# Average for false-pos:   6.0  false-neg: 1.7
# TOTAL:              1298828  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48569  99.78%
# Correctly spam:     104718  92.37%
# False positives:       106  0.22%
# False negatives:      8648  7.63%
# TCR(l=50): 8.127760  SpamRecall: 92.372%  SpamPrec: 99.899%

##### 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: 388459  99.48%
# Correctly spam:     598949  65.94%
# False positives:      2012  0.52%
# False negatives:    309408  34.06%
# TCR(l=50): 2.215462  SpamRecall: 65.938%  SpamPrec: 99.665%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48426  99.49%
# Correctly spam:      74678  65.87%
# False positives:       249  0.51%
# False negatives:     38688  34.13%
# TCR(l=50): 2.216864  SpamRecall: 65.873%  SpamPrec: 99.668%