OpenML
73994

Run 73994

Task 3044 (Supervised Classification) hypothyroid Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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.

21 Evaluation measures

Area under ROC curve
0.977
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.042
Cross-validation details (33% Holdout set)
Build memory
462768016
Cross-validation details (33% Holdout set)
F measure
0.9586
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7309
Cross-validation details (33% Holdout set)
KB relative information score
790.2566
Cross-validation details (33% Holdout set)
Mean absolute error
0.0216
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9635
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9558
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.9558
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2934
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.1353
Cross-validation details (33% Holdout set)
Root relative squared error
0.7036
Cross-validation details (33% Holdout set)
SciMark benchmark
942.4281