DEVELOPMENT... OpenML
Run
112689

Run 112689

Task 3497 (Supervised Classification) grub-damage 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)_I20
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
0.6298
Per class
Build CPU time
0.0027
Build memory
834466608
F measure
0.3767
Per class
Kappa
0.142
KB relative information score
25.0519
Mean absolute error
0.3371
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3745
Per class
Predictive accuracy
0.3806
Prior entropy
1.9281
Recall
0.3806
Per class
Relative absolute error
0.9268
Root mean prior squared error
0.4263
Root mean squared error
0.4382
Root relative squared error
1.0278
SciMark benchmark
943.4039