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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145407  22.034%  (99.375% of non-spam corpus)
# Correctly spam:     361178  54.731%  (70.325% of spam corpus)
# False positives:       915  0.139%  (0.625% of nonspam, 223221 weighted)
# False negatives:    152409  23.095%  (29.675% of spam, 509903 weighted)
# Average score for spam:  8.2    nonspam: -0.6
# Average for false-pos:   7.0  false-neg: 3.3
# TOTAL:              659909  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18254  99.43%
# Correctly spam:      45246  70.51%
# False positives:       105  0.57%
# False negatives:     18921  29.49%
# TCR(l=50): 2.654710  SpamRecall: 70.513%  SpamPrec: 99.768%

##### 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: 145801  99.64%
# Correctly spam:     271900  52.94%
# False positives:       521  0.36%
# False negatives:    241687  47.06%
# TCR(l=50): 1.918252  SpamRecall: 52.941%  SpamPrec: 99.809%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18294  99.65%
# Correctly spam:      33876  52.79%
# False positives:        65  0.35%
# False negatives:     30291  47.21%
# TCR(l=50): 1.913091  SpamRecall: 52.793%  SpamPrec: 99.808%