Run
549338

Run 549338

Task 3974 (Supervised Classification) AP_Ovary_Lung 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
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.3811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4755
Cross-validation details (10-fold Crossvalidation)
Number of instances
324
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10-fold Crossvalidation)
Recall
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1046.1407
UserCPU time millis
2030
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1980
Cross-validation details (10-fold Crossvalidation)