DEVELOPMENT... OpenML
Run
145817

Run 145817

Task 37 (Supervised Classification) diabetes Uploaded 31-01-2015 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)_I160
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.

22 Evaluation measures

Area under ROC curve
0.7332
Per class
F measure
0.7427
Per class
Kappa
0.4278
KB relative information score
319.6347
Mean absolute error
0.255
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7412
Per class
Predictive accuracy
0.7461
Prior entropy
0.9335
Recall
0.7461
Per class
Relative absolute error
0.5611
Root mean prior squared error
0.4766
Root mean squared error
0.5015
Root relative squared error
1.0522
SciMark benchmark
1160.1034
UserCPU time millis
3790
UserCPU time millis testing
130
UserCPU time millis training
3660