DEVELOPMENT... OpenML
Run
146221

Run 146221

Task 3863 (Supervised Classification) hypothyroid Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9925
Per class
F measure
0.9976
Per class
Kappa
0.9833
KB relative information score
3675.9077
Mean absolute error
0.0025
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
0.9976
Per class
Predictive accuracy
0.9976
Prior entropy
0.3928
Recall
0.9976
Per class
Relative absolute error
0.0173
Root mean prior squared error
0.2668
Root mean squared error
0.0487
Root relative squared error
0.1823
SciMark benchmark
915.2795
UserCPU time millis
11600
UserCPU time millis testing
350
UserCPU time millis training
11250