DEVELOPMENT... OpenML
Run
131240

Run 131240

Task 3058 (Supervised Classification) grub-damage Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I160
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.6475
Per class
Build CPU time
0.027
Build memory
3233682584
F measure
0.3682
Per class
Kappa
0.1535
KB relative information score
9.2656
Mean absolute error
0.3356
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
0.392
Per class
Predictive accuracy
0.3725
Prior entropy
1.9281
Recall
0.3725
Per class
Relative absolute error
0.9254
Root mean prior squared error
0.425
Root mean squared error
0.4541
Root relative squared error
1.0683
SciMark benchmark
937.5757