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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186606  26.082%  (99.705% of non-spam corpus)
# Correctly spam:     316331  44.214%  (59.877% of spam corpus)
# False positives:       552  0.077%  (0.295% of nonspam,  94909 weighted)
# False negatives:    211972  29.627%  (40.123% of spam, 538460 weighted)
# Average score for spam:  7.5    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              715461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23421  99.71%
# Correctly spam:      39516  59.89%
# False positives:        69  0.29%
# False negatives:     26470  40.11%
# TCR(l=50): 2.205414  SpamRecall: 59.885%  SpamPrec: 99.826%

##### 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: 186849  99.83%
# Correctly spam:     197079  37.30%
# False positives:       309  0.17%
# False negatives:    331224  62.70%
# TCR(l=50): 1.523919  SpamRecall: 37.304%  SpamPrec: 99.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23459  99.87%
# Correctly spam:      24560  37.22%
# False positives:        31  0.13%
# False negatives:     41426  62.78%
# TCR(l=50): 1.535415  SpamRecall: 37.220%  SpamPrec: 99.874%