DEVELOPMENT... OpenML
Run
185702

Run 185702

Task 3057 (Supervised Classification) SPECTF 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
0.9466
Per class
F measure
0.8884
Per class
Kappa
0.7311
KB relative information score
58.7722
Mean absolute error
0.2101
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8911
Per class
Predictive accuracy
0.887
Prior entropy
0.8464
Recall
0.887
Per class
Relative absolute error
0.5207
Root mean prior squared error
0.4525
Root mean squared error
0.2954
Root relative squared error
0.6529
SciMark benchmark
1327.8711
UserCPU time millis
160
UserCPU time millis testing
10
UserCPU time millis training
150