DEVELOPMENT... OpenML
Run
113451

Run 113451

Task 3761 (Supervised Classification) hip 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
0.8516
Per class
Build CPU time
0.0046
Build memory
1350278031.1111
F measure
0.759
Per class
Kappa
0.5172
KB relative information score
28.2765
Mean absolute error
0.2367
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7593
Per class
Predictive accuracy
0.7593
Prior entropy
0.9991
Recall
0.7593
Per class
Relative absolute error
0.474
Root mean prior squared error
0.4997
Root mean squared error
0.461
Root relative squared error
0.9227
SciMark benchmark
917.4547