DEVELOPMENT... OpenML
Run
145929

Run 145929

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8173
Per class
F measure
0.8078
Per class
Kappa
0.5764
KB relative information score
68.2753
Mean absolute error
0.1875
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8074
Per class
Predictive accuracy
0.8083
Prior entropy
0.9362
Recall
0.8083
Per class
Relative absolute error
0.4113
Root mean prior squared error
0.477
Root mean squared error
0.4258
Root relative squared error
0.8928
SciMark benchmark
1109.8407
UserCPU time millis
30
UserCPU time millis training
30