DEVELOPMENT... OpenML
Run
75250

Run 75250

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)_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
0.732
Per class
Build CPU time
0.1495
Build memory
2530001735.8452
F measure
0.6959
Per class
Kappa
0.277
KB relative information score
26.72
Mean absolute error
0.3497
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
0.6928
Per class
Predictive accuracy
0.7097
Prior entropy
0.9027
Recall
0.7097
Per class
Relative absolute error
0.8071
Root mean prior squared error
0.465
Root mean squared error
0.4344
Root relative squared error
0.9343
SciMark benchmark
902.1764