Run
239440

Run 239440

Task 1910 (Supervised Classification) page-blocks Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.9705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9556
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7594
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
22987.7448
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0435
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
54730
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.955
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5711
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1256
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6447
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1310.934
UserCPU time millis
420
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
420
Cross-validation details (10 times 10-fold Crossvalidation)