Run
549337

Run 549337

Task 3968 (Supervised Classification) OVA_Kidney Uploaded 08-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1248.9779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2802
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
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
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6548
Cross-validation details (10-fold Crossvalidation)
Recall
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3741
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.364
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1080.6956
UserCPU time millis
4110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4000
Cross-validation details (10-fold Crossvalidation)