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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 359217  37.872%  (99.824% of non-spam corpus)
# Correctly spam:     523123  55.153%  (88.869% of spam corpus)
# False positives:       635  0.067%  (0.176% of nonspam,  84988 weighted)
# False negatives:     65525  6.908%  (11.131% of spam, 117106 weighted)
# Average score for spam:  14.3    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 1.8
# TOTAL:              948500  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44739  99.79%
# Correctly spam:      65213  88.74%
# False positives:        95  0.21%
# False negatives:      8275  11.26%
# TCR(l=50): 5.642073  SpamRecall: 88.740%  SpamPrec: 99.855%

##### 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: 358017  99.49%
# Correctly spam:     383188  65.10%
# False positives:      1835  0.51%
# False negatives:    205460  34.90%
# TCR(l=50): 1.980579  SpamRecall: 65.096%  SpamPrec: 99.523%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44618  99.52%
# Correctly spam:      47909  65.19%
# False positives:       216  0.48%
# False negatives:     25579  34.81%
# TCR(l=50): 2.020067  SpamRecall: 65.193%  SpamPrec: 99.551%