DEVELOPMENT... OpenML
Run
113419

Run 113419

Task 3724 (Supervised Classification) vinnie 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
0.9069
Per class
Build CPU time
0.0101
Build memory
1681141256
F measure
0.8369
Per class
Kappa
0.6736
KB relative information score
224.1967
Mean absolute error
0.2138
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8371
Per class
Predictive accuracy
0.8368
Prior entropy
0.9995
Recall
0.8368
Per class
Relative absolute error
0.4279
Root mean prior squared error
0.4998
Root mean squared error
0.3433
Root relative squared error
0.6868
SciMark benchmark
917.4547