Run
222653

Run 222653

Task 2120 (Supervised Classification) satimage Uploaded 01-03-2015 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
0.9628
Per class
Cross-validation details (33% Holdout set)
F measure
0.8156
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7734
Cross-validation details (33% Holdout set)
KB relative information score
1323.3598
Cross-validation details (33% Holdout set)
Mean absolute error
0.1308
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8219
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8175
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.8175
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4842
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.2284
Cross-validation details (33% Holdout set)
Root relative squared error
0.6218
Cross-validation details (33% Holdout set)
SciMark benchmark
938.343
UserCPU time millis
4040
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
4020
Cross-validation details (33% Holdout set)