DEVELOPMENT... OpenML
Run
185944

Run 185944

Task 3718 (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
0.949
Per class
F measure
0.887
Per class
Kappa
0.7662
KB relative information score
331.7301
Mean absolute error
0.1774
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8871
Per class
Predictive accuracy
0.8874
Prior entropy
0.9782
Recall
0.8874
Per class
Relative absolute error
0.3659
Root mean prior squared error
0.4924
Root mean squared error
0.2907
Root relative squared error
0.5903
SciMark benchmark
1361.1055
UserCPU time millis
140
UserCPU time millis testing
10
UserCPU time millis training
130