DEVELOPMENT... OpenML
Run
78344

Run 78344

Task 3700 (Supervised Classification) analcatdata_vehicle 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
0.9012
Per class
Build CPU time
0.73
Build memory
2602862472
F measure
0.8339
Per class
Kappa
0.6649
KB relative information score
22.4093
Mean absolute error
0.2809
Mean prior absolute error
0.4925
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8374
Per class
Predictive accuracy
0.8333
Prior entropy
0.9896
Recall
0.8333
Per class
Relative absolute error
0.5703
Root mean prior squared error
0.4961
Root mean squared error
0.3511
Root relative squared error
0.7078
SciMark benchmark
937.6276