DEVELOPMENT... OpenML
Run
113550

Run 113550

Task 3888 (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)_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
0.7408
Per class
Build CPU time
0.0056
Build memory
1030414279.4839
F measure
0.7305
Per class
Kappa
0.3801
KB relative information score
48.1495
Mean absolute error
0.284
Mean prior absolute error
0.4332
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
0.7321
Per class
Predictive accuracy
0.729
Prior entropy
0.9027
Recall
0.729
Per class
Relative absolute error
0.6554
Root mean prior squared error
0.465
Root mean squared error
0.4945
Root relative squared error
1.0635
SciMark benchmark
943.4039