DEVELOPMENT... OpenML
Run
112504

Run 112504

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)_I20
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
0.854
Per class
Build CPU time
0.0782
Build memory
790207487.9208
F measure
0.7986
Per class
Kappa
0.5939
KB relative information score
172.1332
Mean absolute error
0.0785
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
0.7986
Per class
Predictive accuracy
0.7987
Prior entropy
1.0792
Recall
0.7987
Per class
Relative absolute error
0.3919
Root mean prior squared error
0.315
Root mean squared error
0.2736
Root relative squared error
0.8684
SciMark benchmark
923.9118