DEVELOPMENT... OpenML
Run
186343

Run 186343

Task 4317 (Supervised Classification) fri_c1_250_25 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
0.9393
Per class
F measure
0.8658
Per class
Kappa
0.7247
KB relative information score
995.7264
Mean absolute error
0.3214
Mean prior absolute error
0.4897
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8691
Per class
Predictive accuracy
0.8672
Prior entropy
0.9852
Recall
0.8672
Per class
Relative absolute error
0.6563
Root mean prior squared error
0.4948
Root mean squared error
0.3549
Root relative squared error
0.7174
SciMark benchmark
1327.8711
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90