DEVELOPMENT... OpenML
Run
185935

Run 185935

Task 3688 (Supervised Classification) houses 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
0.9989
Per class
F measure
0.9835
Per class
Kappa
0.9664
KB relative information score
19644.2412
Mean absolute error
0.0253
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9835
Per class
Predictive accuracy
0.9835
Prior entropy
0.9866
Recall
0.9835
Per class
Relative absolute error
0.0516
Root mean prior squared error
0.4953
Root mean squared error
0.109
Root relative squared error
0.22
SciMark benchmark
1280.6952
UserCPU time millis
5950
UserCPU time millis testing
420
UserCPU time millis training
5530