DEVELOPMENT... OpenML
Run
113320

Run 113320

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)_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
0.938
Per class
Build CPU time
0.0325
Build memory
473074259.2
F measure
0.8792
Per class
Kappa
0.7534
KB relative information score
186.5129
Mean absolute error
0.1244
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
0.8813
Per class
Predictive accuracy
0.88
Prior entropy
0.9883
Recall
0.88
Per class
Relative absolute error
0.2528
Root mean prior squared error
0.4959
Root mean squared error
0.3393
Root relative squared error
0.6843
SciMark benchmark
902.712