DEVELOPMENT... OpenML
Run
186674

Run 186674

Task 4391 (Supervised Classification) house_16H 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
0.952
Per class
F measure
0.8921
Per class
Kappa
0.7386
KB relative information score
137022.7714
Mean absolute error
0.1713
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8919
Per class
Predictive accuracy
0.8933
Prior entropy
0.8764
Recall
0.8933
Per class
Relative absolute error
0.411
Root mean prior squared error
0.4565
Root mean squared error
0.2786
Root relative squared error
0.6103
SciMark benchmark
1331.6907
UserCPU time millis
18260
UserCPU time millis testing
1840
UserCPU time millis training
16420