DEVELOPMENT... OpenML
Run
146661

Run 146661

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.8925
Per class
F measure
0.8926
Per class
Kappa
0.7729
KB relative information score
384.7971
Mean absolute error
0.1078
Mean prior absolute error
0.4768
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
0.8954
Per class
Predictive accuracy
0.894
Prior entropy
0.9664
Recall
0.894
Per class
Relative absolute error
0.2261
Root mean prior squared error
0.4882
Root mean squared error
0.3254
Root relative squared error
0.6666
SciMark benchmark
935.8834
UserCPU time millis
2690
UserCPU time millis testing
30
UserCPU time millis training
2660