DEVELOPMENT... OpenML
Run
75686

Run 75686

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)_I10
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
0.6324
Per class
Build CPU time
0.278
Build memory
2883885776
F measure
0.3567
Per class
Kappa
0.1469
KB relative information score
8.9062
Mean absolute error
0.3364
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
0.3646
Per class
Predictive accuracy
0.3725
Prior entropy
1.9281
Recall
0.3725
Per class
Relative absolute error
0.9276
Root mean prior squared error
0.425
Root mean squared error
0.4439
Root relative squared error
1.0443
SciMark benchmark
947.2295