Run
260266

Run 260266

Task 3044 (Supervised Classification) hypothyroid Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.9775
Per class
Cross-validation details (33% Holdout set)
F measure
0.9932
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9561
Cross-validation details (33% Holdout set)
KB relative information score
1149.7977
Cross-validation details (33% Holdout set)
Mean absolute error
0.0048
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9928
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9936
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.9936
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0659
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.0566
Cross-validation details (33% Holdout set)
Root relative squared error
0.2945
Cross-validation details (33% Holdout set)
SciMark benchmark
1384.4422
UserCPU time millis
120
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)