DEVELOPMENT... OpenML
Run
111587

Run 111587

Task 3605 (Supervised Classification) sleep 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)_I80
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
0.6411
Per class
Build CPU time
0.004
Build memory
1124922742.7097
F measure
0.644
Per class
Kappa
0.2844
KB relative information score
12.1136
Mean absolute error
0.4061
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6443
Per class
Predictive accuracy
0.6452
Prior entropy
0.9972
Recall
0.6452
Per class
Relative absolute error
0.8154
Root mean prior squared error
0.499
Root mean squared error
0.5387
Root relative squared error
1.0796
SciMark benchmark
943.4039