DEVELOPMENT... OpenML
Run
112945

Run 112945

Task 3800 (Supervised Classification) fri_c3_500_50 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)_I20
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
0.8969
Per class
Build CPU time
1.143
Build memory
424402243.2
F measure
0.8371
Per class
Kappa
0.6677
KB relative information score
341.0331
Mean absolute error
0.1548
Mean prior absolute error
0.4918
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
0.8382
Per class
Predictive accuracy
0.838
Prior entropy
0.9882
Recall
0.838
Per class
Relative absolute error
0.3147
Root mean prior squared error
0.4959
Root mean squared error
0.381
Root relative squared error
0.7683
SciMark benchmark
943.7751