DEVELOPMENT... OpenML
Run
186690

Run 186690

Task 4413 (Supervised Classification) house_8L 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
0.9464
Per class
F measure
0.8895
Per class
Kappa
0.731
KB relative information score
141429.279
Mean absolute error
0.1602
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
0.8898
Per class
Predictive accuracy
0.8914
Prior entropy
0.8764
Recall
0.8914
Per class
Relative absolute error
0.3844
Root mean prior squared error
0.4565
Root mean squared error
0.2809
Root relative squared error
0.6153
SciMark benchmark
1346.9602
UserCPU time millis
21980
UserCPU time millis testing
6150
UserCPU time millis training
15830