DEVELOPMENT... OpenML
Run
145822

Run 145822

Task 54 (Supervised Classification) hepatitis 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
0.7353
Per class
F measure
0.8302
Per class
Kappa
0.4759
KB relative information score
62.8846
Mean absolute error
0.1672
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8285
Per class
Predictive accuracy
0.8323
Prior entropy
0.7418
Recall
0.8323
Per class
Relative absolute error
0.5068
Root mean prior squared error
0.4048
Root mean squared error
0.4058
Root relative squared error
1.0025
SciMark benchmark
1008.8198
UserCPU time millis
480
UserCPU time millis testing
20
UserCPU time millis training
460