DEVELOPMENT... OpenML
Run
111338

Run 111338

Task 3907 (Supervised Classification) mc1 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
0.8676
Per class
Build CPU time
31.3507
Build memory
1448063429.6827
F measure
0.9947
Per class
Kappa
0.5849
KB relative information score
79.7545
Mean absolute error
0.0059
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9946
Per class
Predictive accuracy
0.9952
Prior entropy
0.0622
Recall
0.9952
Per class
Relative absolute error
0.4102
Root mean prior squared error
0.0845
Root mean squared error
0.0679
Root relative squared error
0.8043
SciMark benchmark
908.8705