DEVELOPMENT... OpenML
Run
77148

Run 77148

Task 3888 (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
0.7482
Per class
Build CPU time
0.626
Build memory
558894262.7613
F measure
0.6985
Per class
Kappa
0.2854
KB relative information score
28.7798
Mean absolute error
0.3447
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
0.6949
Per class
Predictive accuracy
0.7097
Prior entropy
0.9027
Recall
0.7097
Per class
Relative absolute error
0.7956
Root mean prior squared error
0.465
Root mean squared error
0.4292
Root relative squared error
0.9231
SciMark benchmark
904.7337