DEVELOPMENT... OpenML
Run
78469

Run 78469

Task 3807 (Supervised Classification) echoMonths 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)_I160
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
0.8369
Per class
Build CPU time
4.5691
Build memory
2092782325.6
F measure
0.7514
Per class
Kappa
0.5062
KB relative information score
53.3723
Mean absolute error
0.3089
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7621
Per class
Predictive accuracy
0.7538
Prior entropy
0.9998
Recall
0.7538
Per class
Relative absolute error
0.6179
Root mean prior squared error
0.4999
Root mean squared error
0.393
Root relative squared error
0.7862
SciMark benchmark
930.6943