DEVELOPMENT... OpenML
Run
111862

Run 111862

Task 3922 (Supervised Classification) desharnais 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
0.7557
Per class
Build CPU time
0.155
Build memory
1066022107.7531
F measure
0.7441
Per class
Kappa
0.5424
KB relative information score
43.7262
Mean absolute error
0.1699
Mean prior absolute error
0.3804
Number of instances
81
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7541
Per class
Predictive accuracy
0.7531
Prior entropy
1.3765
Recall
0.7531
Per class
Relative absolute error
0.4467
Root mean prior squared error
0.4348
Root mean squared error
0.4084
Root relative squared error
0.9392
SciMark benchmark
890.3066

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