DEVELOPMENT... OpenML
Run
111571

Run 111571

Task 3587 (Supervised Classification) pwLinear 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
0.8815
Per class
Build CPU time
0.132
Build memory
820972175.2
F measure
0.8849
Per class
Kappa
0.7696
KB relative information score
152.9509
Mean absolute error
0.1176
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8852
Per class
Predictive accuracy
0.885
Prior entropy
0.9994
Recall
0.885
Per class
Relative absolute error
0.2354
Root mean prior squared error
0.4998
Root mean squared error
0.3408
Root relative squared error
0.6818
SciMark benchmark
919.8064