Run
265585

Run 265585

Task 1807 (Supervised Classification) spambase Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.KStar(3)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(3)_B20
weka.KStar(3)_Ma

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
0.9473
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8929
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7742
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
17373.7526
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.117
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
23005
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8947
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.894
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.894
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.245
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.297
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.6079
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1314.7093
UserCPU time millis
476340
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
476340
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)