DEVELOPMENT... OpenML
Run
110800

Run 110800

Task 266 (Supervised Classification) segment 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)_I160
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
0.99
Per class
Build CPU time
10.676
Build memory
487784456
F measure
0.983
Per class
Kappa
0.9801
KB relative information score
747.9616
Mean absolute error
0.0049
Mean prior absolute error
0.2449
Number of instances
762
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9831
Per class
Predictive accuracy
0.9829
Prior entropy
2.8074
Recall
0.9829
Per class
Relative absolute error
0.0199
Root mean prior squared error
0.3499
Root mean squared error
0.0698
Root relative squared error
0.1995
SciMark benchmark
908.2898