DEVELOPMENT... OpenML
Run
113545

Run 113545

Task 3877 (Supervised Classification) analcatdata_dmft 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)_I10
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
0.4823
Per class
Build CPU time
0.0216
Build memory
541007897.345
F measure
0.7149
Per class
Kappa
-0.0158
KB relative information score
-147.9573
Mean absolute error
0.3148
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6704
Per class
Predictive accuracy
0.7892
Prior entropy
0.7123
Recall
0.7892
Per class
Relative absolute error
1.0031
Root mean prior squared error
0.3958
Root mean squared error
0.4226
Root relative squared error
1.0677
SciMark benchmark
923.9118