DEVELOPMENT... OpenML
Run
113066

Run 113066

Task 48 (Supervised Classification) heart-c Uploaded 09-12-2014 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)_I10
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.

21 Evaluation measures

Area under ROC curve
0.8835
Per class
Build CPU time
0.0386
Build memory
313079827.538
F measure
0.8118
Per class
Kappa
0.6205
KB relative information score
174.854
Mean absolute error
0.077
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8118
Per class
Predictive accuracy
0.8119
Prior entropy
1.0792
Recall
0.8119
Per class
Relative absolute error
0.3841
Root mean prior squared error
0.315
Root mean squared error
0.2644
Root relative squared error
0.8393
SciMark benchmark
939.6298