DEVELOPMENT... OpenML
Run
110803

Run 110803

Task 278 (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)_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.

21 Evaluation measures

Area under ROC curve
0.8353
Per class
Build CPU time
0.745
Build memory
695219944
F measure
0.8275
Per class
Kappa
0.657
KB relative information score
61.9732
Mean absolute error
0.0687
Mean prior absolute error
0.2021
Number of instances
99
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8352
Per class
Predictive accuracy
0.8283
Prior entropy
1.0792
Recall
0.8283
Per class
Relative absolute error
0.3398
Root mean prior squared error
0.3177
Root mean squared error
0.2621
Root relative squared error
0.8248
SciMark benchmark
908.2898