DEVELOPMENT... OpenML
Run
113331

Run 113331

Task 3620 (Supervised Classification) fri_c0_100_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
0.8905
Per class
Build CPU time
0.0074
Build memory
265231008.8
F measure
0.8301
Per class
Kappa
0.6584
KB relative information score
62.5198
Mean absolute error
0.1857
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8304
Per class
Predictive accuracy
0.83
Prior entropy
0.9956
Recall
0.83
Per class
Relative absolute error
0.3737
Root mean prior squared error
0.4984
Root mean squared error
0.4
Root relative squared error
0.8026
SciMark benchmark
943.4039