DEVELOPMENT... OpenML
Run
111758

Run 111758

Task 3808 (Supervised Classification) kidney 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
0.8431
Per class
Build CPU time
0.0382
Build memory
424314795.2632
F measure
0.8027
Per class
Kappa
0.6047
KB relative information score
46.3085
Mean absolute error
0.1941
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8031
Per class
Predictive accuracy
0.8026
Prior entropy
0.9981
Recall
0.8026
Per class
Relative absolute error
0.3893
Root mean prior squared error
0.4993
Root mean squared error
0.4366
Root relative squared error
0.8743
SciMark benchmark
923.9118

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