DEVELOPMENT... OpenML
Run
76612

Run 76612

Task 3676 (Supervised Classification) rmftsa_ctoarrivals 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)_I20
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
0.9877
Per class
Build CPU time
0.2826
Build memory
1039040124.4849
F measure
0.9357
Per class
Kappa
0.864
KB relative information score
219.9602
Mean absolute error
0.0809
Mean prior absolute error
0.4726
Number of instances
264
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9358
Per class
Predictive accuracy
0.9356
Prior entropy
0.9604
Recall
0.9356
Per class
Relative absolute error
0.1712
Root mean prior squared error
0.486
Root mean squared error
0.209
Root relative squared error
0.4301
SciMark benchmark
921.8458