DEVELOPMENT... OpenML
Run
146650

Run 146650

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9065
Per class
F measure
0.8878
Per class
Kappa
0.7745
KB relative information score
388.4902
Mean absolute error
0.1105
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8882
Per class
Predictive accuracy
0.888
Prior entropy
0.9967
Recall
0.888
Per class
Relative absolute error
0.2221
Root mean prior squared error
0.4988
Root mean squared error
0.3308
Root relative squared error
0.6631
SciMark benchmark
935.8834
UserCPU time millis
690
UserCPU time millis testing
20
UserCPU time millis training
670