DEVELOPMENT... OpenML
Run
77491

Run 77491

Task 3044 (Supervised Classification) hypothyroid Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9987
Per class
Build CPU time
18.412
Build memory
1112562840
F measure
0.9899
Per class
Kappa
0.9347
KB relative information score
957.6629
Mean absolute error
0.0188
Mean prior absolute error
0.0736
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9897
Per class
Predictive accuracy
0.9904
Prior entropy
0.4715
Recall
0.9904
Per class
Relative absolute error
0.2557
Root mean prior squared error
0.1923
Root mean squared error
0.0744
Root relative squared error
0.3871
SciMark benchmark
921.6453