DEVELOPMENT... OpenML
Run
111014

Run 111014

Task 3610 (Supervised Classification) fri_c3_250_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)_I160
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
0.8939
Per class
Build CPU time
0.3085
Build memory
722809655.2
F measure
0.8754
Per class
Kappa
0.746
KB relative information score
187.274
Mean absolute error
0.1225
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8763
Per class
Predictive accuracy
0.876
Prior entropy
0.9883
Recall
0.876
Per class
Relative absolute error
0.249
Root mean prior squared error
0.4959
Root mean squared error
0.3477
Root relative squared error
0.7012
SciMark benchmark
937.6343

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