DEVELOPMENT... OpenML
Run
77618

Run 77618

Task 3590 (Supervised Classification) analcatdata_vineyard 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)_I80
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
0.9461
Per class
Build CPU time
3.0487
Build memory
1105406632.9744
F measure
0.8483
Per class
Kappa
0.6929
KB relative information score
315.0656
Mean absolute error
0.164
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8484
Per class
Predictive accuracy
0.8483
Prior entropy
0.9912
Recall
0.8483
Per class
Relative absolute error
0.332
Root mean prior squared error
0.4969
Root mean squared error
0.3116
Root relative squared error
0.627
SciMark benchmark
846.5128