Run
239313

Run 239313

Task 253 (Supervised Classification) cmc 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
0.715
Per class
Cross-validation details (33% Holdout set)
F measure
0.5447
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2863
Cross-validation details (33% Holdout set)
KB relative information score
92.4707
Cross-validation details (33% Holdout set)
Mean absolute error
0.3768
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4292
Cross-validation details (33% Holdout set)
Number of instances
486
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.547
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5453
Cross-validation details (33% Holdout set)
Prior entropy
1.5392
Cross-validation details (33% Holdout set)
Recall
0.5453
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8779
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4624
Cross-validation details (33% Holdout set)
Root mean squared error
0.4324
Cross-validation details (33% Holdout set)
Root relative squared error
0.9351
Cross-validation details (33% Holdout set)
SciMark benchmark
1334.8272
UserCPU time millis
90
Cross-validation details (33% Holdout set)
UserCPU time millis training
90
Cross-validation details (33% Holdout set)