DEVELOPMENT... OpenML
Run
185755

Run 185755

Task 3527 (Supervised Classification) oh0.wc 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
0.9848
Per class
F measure
0.8292
Per class
Kappa
0.8102
KB relative information score
538.8532
Mean absolute error
0.1185
Mean prior absolute error
0.1749
Number of instances
1003
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8603
Per class
Predictive accuracy
0.8365
Prior entropy
3.1536
Recall
0.8365
Per class
Relative absolute error
0.6774
Root mean prior squared error
0.2957
Root mean squared error
0.2124
Root relative squared error
0.7184
SciMark benchmark
1336.2509
UserCPU time millis
13050
UserCPU time millis testing
480
UserCPU time millis training
12570