Run
503727

Run 503727

Task 10054 (Learning Curve) jm1 Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.7073 ± 0.0241
Per class
F measure
0.7592 ± 0.0103
Per class
Kappa
0.1426 ± 0.0402
KB relative information score
106.8373 ± 21.5051
Mean absolute error
0.2823 ± 0.0043
Mean prior absolute error
0.3121 ± 0.0003
Number of instances
10885
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7659 ± 0.012
Per class
Predictive accuracy
0.8091 ± 0.0046
Prior entropy
0.7088
Recall
0.8091 ± 0.0046
Per class
Relative absolute error
0.9046 ± 0.0136
Root mean prior squared error
0.395 ± 0.0003
Root mean squared error
0.3766 ± 0.0047
Root relative squared error
0.9535 ± 0.0124
SciMark benchmark
945.0828
UserCPU time millis
2480
UserCPU time millis testing
20
UserCPU time millis training
2460