DEVELOPMENT... OpenML
Run
146156

Run 146156

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.9065
Per class
F measure
0.9035
Per class
Kappa
0.7998
KB relative information score
399.3085
Mean absolute error
0.096
Mean prior absolute error
0.4839
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
0.9041
Per class
Predictive accuracy
0.904
Prior entropy
0.9767
Recall
0.904
Per class
Relative absolute error
0.1984
Root mean prior squared error
0.4918
Root mean squared error
0.3098
Root relative squared error
0.6299
SciMark benchmark
945.9253
UserCPU time millis
10320
UserCPU time millis testing
40
UserCPU time millis training
10280