DEVELOPMENT... OpenML
Run
185805

Run 185805

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.6946
Per class
F measure
0.4813
Per class
Kappa
0.2634
KB relative information score
289.3676
Mean absolute error
0.2803
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4765
Per class
Predictive accuracy
0.4893
Prior entropy
1.8507
Recall
0.4893
Per class
Relative absolute error
0.7975
Root mean prior squared error
0.4191
Root mean squared error
0.4244
Root relative squared error
1.0126
SciMark benchmark
1291.6995
UserCPU time millis
260
UserCPU time millis testing
40
UserCPU time millis training
220