DEVELOPMENT... OpenML
Run
186352

Run 186352

Task 4327 (Supervised Classification) autoPrice 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
0.9977
Per class
F measure
0.9715
Per class
Kappa
0.9361
KB relative information score
1421.0004
Mean absolute error
0.0511
Mean prior absolute error
0.4492
Number of instances
1590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.972
Per class
Predictive accuracy
0.9717
Prior entropy
0.9264
Recall
0.9717
Per class
Relative absolute error
0.1137
Root mean prior squared error
0.4736
Root mean squared error
0.1426
Root relative squared error
0.301
SciMark benchmark
1346.9602
UserCPU time millis
20
UserCPU time millis training
20