DEVELOPMENT... OpenML
Run
111252

Run 111252

Task 3890 (Supervised Classification) ada_prior Uploaded 09-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.7612
Per class
Build CPU time
17.1943
Build memory
2859408739.7142
F measure
0.8246
Per class
Kappa
0.5209
KB relative information score
2216.1153
Mean absolute error
0.1716
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8226
Per class
Predictive accuracy
0.8284
Prior entropy
0.8085
Recall
0.8284
Per class
Relative absolute error
0.4597
Root mean prior squared error
0.4319
Root mean squared error
0.4133
Root relative squared error
0.9568
SciMark benchmark
931.9671

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