Run
549346

Run 549346

Task 3983 (Supervised Classification) AP_Ovary_Kidney 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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
371.962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4909
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
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
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9869
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1032.2141
UserCPU time millis
1670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1640
Cross-validation details (10-fold Crossvalidation)