DEVELOPMENT... OpenML
Run
112026

Run 112026

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)_I40
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
0.9089
Per class
Build CPU time
11.4513
Build memory
950417511.2
F measure
0.779
Per class
Kappa
0.7568
KB relative information score
7740.8373
Mean absolute error
0.0437
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
0.7777
Per class
Predictive accuracy
0.7811
Prior entropy
3.3219
Recall
0.7811
Per class
Relative absolute error
0.2429
Root mean prior squared error
0.3
Root mean squared error
0.2062
Root relative squared error
0.6872
SciMark benchmark
936.1433