DEVELOPMENT... OpenML
Run
113173

Run 113173

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.9905
Per class
Build CPU time
3.4555
Build memory
796250331.2
F measure
0.9106
Per class
Kappa
0.9008
KB relative information score
9123.539
Mean absolute error
0.018
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9107
Per class
Predictive accuracy
0.9107
Prior entropy
3.3219
Recall
0.9107
Per class
Relative absolute error
0.0999
Root mean prior squared error
0.3
Root mean squared error
0.124
Root relative squared error
0.4134
SciMark benchmark
936.1433