DEVELOPMENT... OpenML
Run
113172

Run 113172

Task 1786 (Supervised Classification) mfeat-zernike Uploaded 09-12-2014 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)_I10
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.

21 Evaluation measures

Area under ROC curve
0.9348
Per class
Build CPU time
2.7109
Build memory
518139405.6
F measure
0.7554
Per class
Kappa
0.7292
KB relative information score
7545.0726
Mean absolute error
0.0493
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7548
Per class
Predictive accuracy
0.7563
Prior entropy
3.3219
Recall
0.7563
Per class
Relative absolute error
0.2738
Root mean prior squared error
0.3
Root mean squared error
0.2101
Root relative squared error
0.7005
SciMark benchmark
930.5854