Run
296820

Run 296820

Task 68 (Learning Curve) autos Uploaded 17-03-2015 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
0.8661 ± 0.0611
Per class
F measure
0.6662 ± 0.1058
Per class
Kappa
0.5347 ± 0.132
KB relative information score
0.2768 ± 0.0793
Mean absolute error
0.1895 ± 0.0137
Mean prior absolute error
0.2209 ± 0.0014
Number of instances
2050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7242 ± 0.1048
Per class
Predictive accuracy
0.6395 ± 0.1051
Prior entropy
2.2802 ± 0.0732
Recall
0.6395 ± 0.1051
Per class
Relative absolute error
0.8578 ± 0.0618
Root mean prior squared error
0.3318 ± 0.0021
Root mean squared error
0.288 ± 0.0179
Root relative squared error
0.868 ± 0.0536
SciMark benchmark
1354.3161
UserCPU time millis
40
UserCPU time millis training
40