Run
549324

Run 549324

Task 3963 (Supervised Classification) AP_Uterus_Kidney Uploaded 08-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.1722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4376
Cross-validation details (10-fold Crossvalidation)
Number of instances
384
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
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9085
Cross-validation details (10-fold Crossvalidation)
Recall
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1048.9315
UserCPU time millis
1820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1790
Cross-validation details (10-fold Crossvalidation)