DEVELOPMENT... OpenML
Run
112051

Run 112051

Task 2352 (Supervised Classification) meta_all.arff 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)_I40
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
0.6873
Per class
Build CPU time
0.188
Build memory
91875256
F measure
0.5896
Per class
Kappa
0.2605
KB relative information score
5.1775
Mean absolute error
0.1448
Mean prior absolute error
0.1912
Number of instances
23
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6522
Per class
Predictive accuracy
0.5652
Prior entropy
1.9094
Recall
0.5652
Per class
Relative absolute error
0.7573
Root mean prior squared error
0.2919
Root mean squared error
0.3791
Root relative squared error
1.2987
SciMark benchmark
925.481