DEVELOPMENT... OpenML
Run
146918

Run 146918

Task 50 (Supervised Classification) heart-h Uploaded 01-02-2015 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)_I40
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
0.8629
Per class
F measure
0.8087
Per class
Kappa
0.5835
KB relative information score
156.0987
Mean absolute error
0.0783
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8082
Per class
Predictive accuracy
0.8095
Prior entropy
1.0314
Recall
0.8095
Per class
Relative absolute error
0.4194
Root mean prior squared error
0.3037
Root mean squared error
0.266
Root relative squared error
0.876
SciMark benchmark
940.2751
UserCPU time millis
350
UserCPU time millis testing
10
UserCPU time millis training
340