DEVELOPMENT... OpenML
Run
186049

Run 186049

Task 3708 (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
0.946
Per class
F measure
0.8899
Per class
Kappa
0.7321
KB relative information score
14128.9071
Mean absolute error
0.1605
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8902
Per class
Predictive accuracy
0.8918
Prior entropy
0.8764
Recall
0.8918
Per class
Relative absolute error
0.385
Root mean prior squared error
0.4565
Root mean squared error
0.2812
Root relative squared error
0.6161
SciMark benchmark
1316.0472
UserCPU time millis
15020
UserCPU time millis testing
2100
UserCPU time millis training
12920