Run
548900

Run 548900

Task 3875 (Supervised Classification) flags Uploaded 05-04-2016 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
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.2027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354
UserCPU time millis
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
31.25
Cross-validation details (10-fold Crossvalidation)