DEVELOPMENT... OpenML
Run
146844

Run 146844

Task 3518 (Supervised Classification) tr45.wc 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
0.9849
Per class
F measure
0.9637
Per class
Kappa
0.9578
KB relative information score
658.9017
Mean absolute error
0.0071
Mean prior absolute error
0.172
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9642
Per class
Predictive accuracy
0.9638
Prior entropy
3.0415
Recall
0.9638
Per class
Relative absolute error
0.0412
Root mean prior squared error
0.2932
Root mean squared error
0.0837
Root relative squared error
0.2853
SciMark benchmark
942.0096
UserCPU time millis
3638700
UserCPU time millis testing
590
UserCPU time millis training
3638110