DEVELOPMENT... OpenML
Run
111824

Run 111824

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)_I80
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
0.4833
Per class
Build CPU time
0.02
Build memory
56284822.2033
F measure
0.7142
Per class
Kappa
-0.0181
KB relative information score
-149.1579
Mean absolute error
0.315
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
0.6689
Per class
Predictive accuracy
0.788
Prior entropy
0.7123
Recall
0.788
Per class
Relative absolute error
1.0038
Root mean prior squared error
0.3958
Root mean squared error
0.4229
Root relative squared error
1.0685
SciMark benchmark
939.6298