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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122797  21.480%  (99.565% of non-spam corpus)
# Correctly spam:     446189  78.050%  (99.521% of spam corpus)
# False positives:       537  0.094%  (0.435% of nonspam, 128406 weighted)
# False negatives:      2147  0.376%  (0.479% of spam,   6926 weighted)
# Average score for spam:  24.7    nonspam: -1.1
# Average for false-pos:   6.6  false-neg: 3.2
# TOTAL:              571670  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15424  99.59%
# Correctly spam:      55597  99.46%
# False positives:        63  0.41%
# False negatives:       304  0.54%
# TCR(l=50): 16.184424  SpamRecall: 99.456%  SpamPrec: 99.887%

##### 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: 122647  99.44%
# Correctly spam:     425837  94.98%
# False positives:       687  0.56%
# False negatives:     22499  5.02%
# TCR(l=50): 7.886436  SpamRecall: 94.982%  SpamPrec: 99.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15409  99.50%
# Correctly spam:      52981  94.78%
# False positives:        78  0.50%
# False negatives:      2920  5.22%
# TCR(l=50): 8.196628  SpamRecall: 94.776%  SpamPrec: 99.853%