DEVELOPMENT... OpenML
Run
77435

Run 77435

Task 3539 (Supervised Classification) prnn_crabs 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
0.9763
Per class
Build CPU time
1.2035
Build memory
1954898058.4
F measure
0.955
Per class
Kappa
0.91
KB relative information score
137.2135
Mean absolute error
0.1792
Mean prior absolute error
0.5
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9554
Per class
Predictive accuracy
0.955
Prior entropy
1
Recall
0.955
Per class
Relative absolute error
0.3583
Root mean prior squared error
0.5
Root mean squared error
0.2466
Root relative squared error
0.4933
SciMark benchmark
846.5128