Run
530748

Run 530748

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 04-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
267.6428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0842
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.8826
UserCPU time millis
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.6001
Cross-validation details (10-fold Crossvalidation)