DEVELOPMENT... OpenML
Run
186421

Run 186421

Task 4395 (Supervised Classification) boston_corrected 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
0.9381
Per class
F measure
0.8627
Per class
Kappa
0.7211
KB relative information score
3221.4073
Mean absolute error
0.1892
Mean prior absolute error
0.493
Number of instances
5060
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8627
Per class
Predictive accuracy
0.8628
Prior entropy
0.9899
Recall
0.8628
Per class
Relative absolute error
0.3837
Root mean prior squared error
0.4965
Root mean squared error
0.3093
Root relative squared error
0.6231
SciMark benchmark
1318.5526
UserCPU time millis
90
UserCPU time millis training
90