DEVELOPMENT... OpenML
Run
75337

Run 75337

Task 2121 (Supervised Classification) abalone 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
0.7429
Per class
Build CPU time
21.628
Build memory
1099605456
F measure
0.2404
Per class
Kappa
0.1524
KB relative information score
339.8732
Mean absolute error
0.0555
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2368
Per class
Predictive accuracy
0.254
Prior entropy
3.6268
Recall
0.254
Per class
Relative absolute error
0.8986
Root mean prior squared error
0.1757
Root mean squared error
0.1709
Root relative squared error
0.9728
SciMark benchmark
943.443