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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 275367  48.258%  (99.486% of non-spam corpus)
# Correctly spam:     264359  46.329%  (89.972% of spam corpus)
# False positives:      1424  0.250%  (0.514% of nonspam, 105949 weighted)
# False negatives:     29466  5.164%  (10.028% of spam,  54961 weighted)
# Average score for spam:  18.9    nonspam: -0.8
# Average for false-pos:   7.0  false-neg: 1.9
# TOTAL:              570616  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34430  99.45%
# Correctly spam:      32888  89.64%
# False positives:       190  0.55%
# False negatives:      3801  10.36%
# TCR(l=50): 2.758364  SpamRecall: 89.640%  SpamPrec: 99.426%

##### 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: 276192  99.78%
# Correctly spam:     217031  73.86%
# False positives:       599  0.22%
# False negatives:     76794  26.14%
# TCR(l=50): 2.752614  SpamRecall: 73.864%  SpamPrec: 99.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34534  99.75%
# Correctly spam:      27083  73.82%
# False positives:        86  0.25%
# False negatives:      9606  26.18%
# TCR(l=50): 2.638358  SpamRecall: 73.818%  SpamPrec: 99.683%