DEVELOPMENT... OpenML
Run
117475

Run 117475

Task 3891 (Supervised Classification) gina_agnostic Uploaded 10-12-2014 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
0.9412
Per class
Build CPU time
3817.8151
Build memory
1013724807.91
F measure
0.9377
Per class
Kappa
0.8754
KB relative information score
3035.1892
Mean absolute error
0.0624
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9378
Per class
Predictive accuracy
0.9377
Prior entropy
0.9998
Recall
0.9377
Per class
Relative absolute error
0.1248
Root mean prior squared error
0.4999
Root mean squared error
0.2491
Root relative squared error
0.4982
SciMark benchmark
942.5053