Run
503583

Run 503583

Task 1714 (Learning Curve) breast-w 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
0.9872 ± 0.0103
Per class
F measure
0.9513 ± 0.0152
Per class
Kappa
0.8921 ± 0.0337
KB relative information score
584.2243 ± 2.161
Mean absolute error
0.0795 ± 0.0137
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9513 ± 0.0154
Per class
Predictive accuracy
0.9514 ± 0.0153
Prior entropy
0.9297
Recall
0.9514 ± 0.0153
Per class
Relative absolute error
0.1759 ± 0.0303
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1877 ± 0.029
Root relative squared error
0.3949 ± 0.0608
SciMark benchmark
571.0353
UserCPU time millis
50
UserCPU time millis training
50