DEVELOPMENT... OpenML
Run
145820

Run 145820

Task 50 (Supervised Classification) heart-h 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
0.8377
Per class
F measure
0.795
Per class
Kappa
0.5537
KB relative information score
149.3286
Mean absolute error
0.0822
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7945
Per class
Predictive accuracy
0.7959
Prior entropy
1.0314
Recall
0.7959
Per class
Relative absolute error
0.4403
Root mean prior squared error
0.3037
Root mean squared error
0.28
Root relative squared error
0.922
SciMark benchmark
1185.6503
UserCPU time millis
1530
UserCPU time millis testing
40
UserCPU time millis training
1490

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