DEVELOPMENT... OpenML
Run
112218

Run 112218

Task 3648 (Supervised Classification) fri_c3_100_10 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)_I40
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
0.8167
Per class
Build CPU time
0.0533
Build memory
658307661.6
F measure
0.7991
Per class
Kappa
0.5798
KB relative information score
58.0201
Mean absolute error
0.1975
Mean prior absolute error
0.4804
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
0.7988
Per class
Predictive accuracy
0.8
Prior entropy
0.9721
Recall
0.8
Per class
Relative absolute error
0.4111
Root mean prior squared error
0.4899
Root mean squared error
0.4406
Root relative squared error
0.8994
SciMark benchmark
943.4039