DEVELOPMENT... OpenML
Run
145836

Run 145836

Task 20 (Supervised Classification) mfeat-pixel 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
0.9815
Per class
F measure
0.958
Per class
Kappa
0.9533
KB relative information score
1912.9418
Mean absolute error
0.0084
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9584
Per class
Predictive accuracy
0.958
Prior entropy
3.3219
Recall
0.958
Per class
Relative absolute error
0.0465
Root mean prior squared error
0.3
Root mean squared error
0.091
Root relative squared error
0.3032
SciMark benchmark
1207.46
UserCPU time millis
21200
UserCPU time millis testing
390
UserCPU time millis training
20810