DEVELOPMENT... OpenML
Run
75378

Run 75378

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)_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
0.988
Per class
Build CPU time
0.15
Build memory
1599853884.3939
F measure
0.9433
Per class
Kappa
0.8804
KB relative information score
222.9215
Mean absolute error
0.0762
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
0.9437
Per class
Predictive accuracy
0.9432
Prior entropy
0.9604
Recall
0.9432
Per class
Relative absolute error
0.1613
Root mean prior squared error
0.486
Root mean squared error
0.2037
Root relative squared error
0.4191
SciMark benchmark
940.6012