OpenML
348553

Run 348553

Task 4312 (Supervised Classification) rmftsa_sleepdata Uploaded 27-03-2015 by Joaquin Vanschoren
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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
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.702
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4042
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3453.3894
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3379
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10240
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7022
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7021
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7021
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6759
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4521
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9043
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1354.5533
UserCPU time millis
170
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10 times 10-fold Crossvalidation)