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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122983  21.704%  (99.576% of non-spam corpus)
# Correctly spam:     441125  77.850%  (99.548% of spam corpus)
# False positives:       524  0.092%  (0.424% of nonspam, 123085 weighted)
# False negatives:      2005  0.354%  (0.452% of spam,   6340 weighted)
# Average score for spam:  22.8    nonspam: -1.1
# Average for false-pos:   6.5  false-neg: 3.2
# TOTAL:              566637  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15425  99.48%
# Correctly spam:      54967  99.53%
# False positives:        80  0.52%
# False negatives:       260  0.47%
# TCR(l=50): 12.964085  SpamRecall: 99.529%  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: 122821  99.44%
# Correctly spam:     418920  94.54%
# False positives:       686  0.56%
# False negatives:     24210  5.46%
# TCR(l=50): 7.573577  SpamRecall: 94.537%  SpamPrec: 99.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15436  99.55%
# Correctly spam:      52321  94.74%
# False positives:        69  0.45%
# False negatives:      2906  5.26%
# TCR(l=50): 8.688955  SpamRecall: 94.738%  SpamPrec: 99.868%