DEVELOPMENT... OpenML
Run
146914

Run 146914

Task 48 (Supervised Classification) heart-c 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
0.8439
Per class
F measure
0.8015
Per class
Kappa
0.5994
KB relative information score
174.2823
Mean absolute error
0.0769
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
0.8018
Per class
Predictive accuracy
0.802
Prior entropy
1.0792
Recall
0.802
Per class
Relative absolute error
0.3836
Root mean prior squared error
0.315
Root mean squared error
0.2737
Root relative squared error
0.8688
SciMark benchmark
940.2751
UserCPU time millis
230
UserCPU time millis testing
10
UserCPU time millis training
220