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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 571879  68.395%  (99.661% of non-spam corpus)
# Correctly spam:     176106  21.062%  (67.134% of spam corpus)
# False positives:      1948  0.233%  (0.339% of nonspam,  26537 weighted)
# False negatives:     86214  10.311%  (32.866% of spam, 184842 weighted)
# Average score for spam:  9.0    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              836147  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71341  99.61%
# Correctly spam:      22120  67.45%
# False positives:       278  0.39%
# False negatives:     10674  32.55%
# TCR(l=50): 1.334500  SpamRecall: 67.451%  SpamPrec: 98.759%

##### 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: 564997  98.46%
# Correctly spam:      97743  37.26%
# False positives:      8830  1.54%
# False negatives:    164577  62.74%
# TCR(l=50): 0.432816  SpamRecall: 37.261%  SpamPrec: 91.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70559  98.52%
# Correctly spam:      12328  37.59%
# False positives:      1060  1.48%
# False negatives:     20466  62.41%
# TCR(l=50): 0.446383  SpamRecall: 37.592%  SpamPrec: 92.082%