DEVELOPMENT... OpenML
Run
146205

Run 146205

Task 3834 (Supervised Classification) mfeat-fourier 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
0.989
Per class
F measure
0.998
Per class
Kappa
0.9888
KB relative information score
1963.739
Mean absolute error
0.0022
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.998
Per class
Predictive accuracy
0.998
Prior entropy
0.4703
Recall
0.998
Per class
Relative absolute error
0.0123
Root mean prior squared error
0.3
Root mean squared error
0.0447
Root relative squared error
0.1491
SciMark benchmark
941.8057
UserCPU time millis
8050
UserCPU time millis testing
20
UserCPU time millis training
8030