Run
503587

Run 503587

Task 1736 (Learning Curve) diabetes 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
0.8069 ± 0.0401
Per class
F measure
0.7494 ± 0.0492
Per class
Kappa
0.443 ± 0.1069
KB relative information score
220.1162 ± 4.1057
Mean absolute error
0.3292 ± 0.0216
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.7481 ± 0.0466
Per class
Predictive accuracy
0.7526 ± 0.0471
Prior entropy
0.9335
Recall
0.7526 ± 0.0471
Per class
Relative absolute error
0.7243 ± 0.0465
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4093 ± 0.0261
Root relative squared error
0.8587 ± 0.0539
SciMark benchmark
571.0353
UserCPU time millis
20
UserCPU time millis training
20