DEVELOPMENT... OpenML
Run
112362

Run 112362

Task 3672 (Supervised Classification) kin8nm 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
0.9038
Per class
Build CPU time
20.5706
Build memory
349008622.6689
F measure
0.8593
Per class
Kappa
0.7184
KB relative information score
5884.9168
Mean absolute error
0.1408
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8593
Per class
Predictive accuracy
0.8593
Prior entropy
0.9998
Recall
0.8593
Per class
Relative absolute error
0.2816
Root mean prior squared error
0.4999
Root mean squared error
0.3677
Root relative squared error
0.7356
SciMark benchmark
939.6298