DEVELOPMENT... OpenML
Run
110837

Run 110837

Task 244 (Supervised Classification) mfeat-fourier 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
0.917
Per class
Build CPU time
108.208
Build memory
280339040
F measure
0.8347
Per class
Kappa
0.8164
KB relative information score
546.6269
Mean absolute error
0.033
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.84
Per class
Predictive accuracy
0.8348
Prior entropy
3.3219
Recall
0.8348
Per class
Relative absolute error
0.1835
Root mean prior squared error
0.3
Root mean squared error
0.181
Root relative squared error
0.6033
SciMark benchmark
908.8705