Run
169735

Run 169735

Task 273 (Supervised Classification) spambase Uploaded 20-02-2015 by Jan van Rijn
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Flow

weka.Ridor(3)Weka implementation of Ridor
weka.Ridor(3)_F3
weka.Ridor(3)_S1
weka.Ridor(3)_N2.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9156
Per class
Cross-validation details (33% Holdout set)
F measure
0.9111
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8151
Cross-validation details (33% Holdout set)
KB relative information score
1222.2409
Cross-validation details (33% Holdout set)
Mean absolute error
0.0896
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4764
Cross-validation details (33% Holdout set)
Number of instances
1518
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.9151
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9104
Cross-validation details (33% Holdout set)
Prior entropy
0.9674
Cross-validation details (33% Holdout set)
Recall
0.9104
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1881
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4875
Cross-validation details (33% Holdout set)
Root mean squared error
0.2993
Cross-validation details (33% Holdout set)
Root relative squared error
0.614
Cross-validation details (33% Holdout set)
SciMark benchmark
977.6382
UserCPU time millis
1240
Cross-validation details (33% Holdout set)
UserCPU time millis training
1240
Cross-validation details (33% Holdout set)