DEVELOPMENT... OpenML
Run
111099

Run 111099

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.8836
Per class
Build CPU time
9.6887
Build memory
420789148
F measure
0.8718
Per class
Kappa
0.7426
KB relative information score
371.294
Mean absolute error
0.1282
Mean prior absolute error
0.4984
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
0.8723
Per class
Predictive accuracy
0.872
Prior entropy
0.9978
Recall
0.872
Per class
Relative absolute error
0.2571
Root mean prior squared error
0.4992
Root mean squared error
0.3577
Root relative squared error
0.7165
SciMark benchmark
916.1588