DEVELOPMENT... OpenML
Run
146364

Run 146364

Task 52 (Supervised Classification) heart-statlog 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)_I80
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
0.8163
Per class
F measure
0.8104
Per class
Kappa
0.6153
KB relative information score
165.9755
Mean absolute error
0.1893
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8109
Per class
Predictive accuracy
0.8111
Prior entropy
0.9912
Recall
0.8111
Per class
Relative absolute error
0.3833
Root mean prior squared error
0.4969
Root mean squared error
0.4323
Root relative squared error
0.8699
SciMark benchmark
911.3823
UserCPU time millis
500
UserCPU time millis testing
20
UserCPU time millis training
480