DEVELOPMENT... OpenML
Run
116326

Run 116326

Task 3891 (Supervised Classification) gina_agnostic 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
0.946
Per class
Build CPU time
903.1942
Build memory
195942030.6828
F measure
0.9271
Per class
Kappa
0.8541
KB relative information score
2964.9576
Mean absolute error
0.0724
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9271
Per class
Predictive accuracy
0.927
Prior entropy
0.9998
Recall
0.927
Per class
Relative absolute error
0.1449
Root mean prior squared error
0.4999
Root mean squared error
0.2655
Root relative squared error
0.531
SciMark benchmark
924.2473