DEVELOPMENT... OpenML
Run
113427

Run 113427

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9436
Per class
Build CPU time
0.0622
Build memory
943039008.8
F measure
0.8918
Per class
Kappa
0.7823
KB relative information score
392.4094
Mean absolute error
0.1069
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8926
Per class
Predictive accuracy
0.892
Prior entropy
0.9967
Recall
0.892
Per class
Relative absolute error
0.2148
Root mean prior squared error
0.4988
Root mean squared error
0.3134
Root relative squared error
0.6282
SciMark benchmark
934.2858

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