Run
549336

Run 549336

Task 3932 (Supervised Classification) anthracyclineTaxaneChemotherapy Uploaded 08-04-2016 by Jan van Rijn
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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
0.4941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.7328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.482
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4812
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.4407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.5535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1063.9316
UserCPU time millis
8870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8810
Cross-validation details (10-fold Crossvalidation)