DEVELOPMENT... OpenML
Run
112663

Run 112663

Task 3043 (Supervised Classification) sick 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)_I20
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
0.932
Per class
Build CPU time
1.294
Build memory
38536064
F measure
0.9875
Per class
Kappa
0.8956
KB relative information score
1124.7237
Mean absolute error
0.012
Mean prior absolute error
0.1193
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9878
Per class
Predictive accuracy
0.9879
Prior entropy
0.3333
Recall
0.9879
Per class
Relative absolute error
0.1006
Root mean prior squared error
0.2482
Root mean squared error
0.1093
Root relative squared error
0.4403
SciMark benchmark
917.4547