DEVELOPMENT... OpenML
Run
145816

Run 145816

Task 40 (Supervised Classification) glass 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
0.8497
Per class
F measure
0.7687
Per class
Kappa
0.6884
KB relative information score
147.2012
Mean absolute error
0.0655
Mean prior absolute error
0.2116
Number of instances
214
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7702
Per class
Predictive accuracy
0.771
Prior entropy
2.2315
Recall
0.771
Per class
Relative absolute error
0.3096
Root mean prior squared error
0.3244
Root mean squared error
0.2558
Root relative squared error
0.7883
SciMark benchmark
1174.6686
UserCPU time millis
1140
UserCPU time millis testing
50
UserCPU time millis training
1090