DEVELOPMENT... OpenML
Run
162227

Run 162227

Task 3863 (Supervised Classification) hypothyroid Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I10
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9892
Per class
F measure
0.9801
Per class
Kappa
0.8684
KB relative information score
2997.2092
Mean absolute error
0.021
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9832
Per class
Predictive accuracy
0.9791
Prior entropy
0.3928
Recall
0.9791
Per class
Relative absolute error
0.1475
Root mean prior squared error
0.2668
Root mean squared error
0.1438
Root relative squared error
0.5388
SciMark benchmark
938.4285
UserCPU time millis
160
UserCPU time millis testing
10
UserCPU time millis training
150