DEVELOPMENT... OpenML
Run
186337

Run 186337

Task 4312 (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
0.7756
Per class
F measure
0.702
Per class
Kappa
0.4042
KB relative information score
3453.3894
Mean absolute error
0.3379
Mean prior absolute error
0.5
Number of instances
10240
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7022
Per class
Predictive accuracy
0.7021
Prior entropy
1
Recall
0.7021
Per class
Relative absolute error
0.6759
Root mean prior squared error
0.5
Root mean squared error
0.4521
Root relative squared error
0.9043
SciMark benchmark
1327.8711
UserCPU time millis
210
UserCPU time millis testing
60
UserCPU time millis training
150