DEVELOPMENT... OpenML
Run
145818

Run 145818

Task 48 (Supervised Classification) heart-c Uploaded 31-01-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.818
Per class
F measure
0.8014
Per class
Kappa
0.5989
KB relative information score
171.5899
Mean absolute error
0.0789
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8019
Per class
Predictive accuracy
0.802
Prior entropy
1.0792
Recall
0.802
Per class
Relative absolute error
0.3939
Root mean prior squared error
0.315
Root mean squared error
0.2805
Root relative squared error
0.8906
SciMark benchmark
1008.8198
UserCPU time millis
980
UserCPU time millis testing
50
UserCPU time millis training
930