DEVELOPMENT... OpenML
Run
186449

Run 186449

Task 4423 (Supervised Classification) boston 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
0.9504
Per class
F measure
0.8884
Per class
Kappa
0.7688
KB relative information score
3329.8709
Mean absolute error
0.1764
Mean prior absolute error
0.4849
Number of instances
5060
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.889
Per class
Predictive accuracy
0.8889
Prior entropy
0.9782
Recall
0.8889
Per class
Relative absolute error
0.3638
Root mean prior squared error
0.4924
Root mean squared error
0.2899
Root relative squared error
0.5887
SciMark benchmark
1307.4861
UserCPU time millis
120
UserCPU time millis testing
10
UserCPU time millis training
110