DEVELOPMENT... OpenML
Run
111491

Run 111491

Task 3058 (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)_I80
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
0.5487
Per class
Build CPU time
0.004
Build memory
529009992
F measure
0.3257
Per class
Kappa
0.1057
KB relative information score
5.4233
Mean absolute error
0.36
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3395
Per class
Predictive accuracy
0.3333
Prior entropy
1.9281
Recall
0.3333
Per class
Relative absolute error
0.9926
Root mean prior squared error
0.425
Root mean squared error
0.445
Root relative squared error
1.0469
SciMark benchmark
916.1588