DEVELOPMENT... OpenML
Run
77551

Run 77551

Task 3058 (Supervised Classification) grub-damage Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
0.6518
Per class
Build CPU time
0.684
Build memory
444093312
F measure
0.3681
Per class
Kappa
0.1433
KB relative information score
9.1785
Mean absolute error
0.334
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
0.3919
Per class
Predictive accuracy
0.3725
Prior entropy
1.9281
Recall
0.3725
Per class
Relative absolute error
0.921
Root mean prior squared error
0.425
Root mean squared error
0.4386
Root relative squared error
1.0318
SciMark benchmark
922.9897