DEVELOPMENT... OpenML
Run
185835

Run 185835

Task 3611 (Supervised Classification) auto_price Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9971
Per class
F measure
0.9683
Per class
Kappa
0.9289
KB relative information score
141.7907
Mean absolute error
0.0523
Mean prior absolute error
0.4492
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9689
Per class
Predictive accuracy
0.9686
Prior entropy
0.9264
Recall
0.9686
Per class
Relative absolute error
0.1164
Root mean prior squared error
0.4736
Root mean squared error
0.1455
Root relative squared error
0.3073
SciMark benchmark
1331.6907
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10