Run
104226

Run 104226

Task 3769 (Supervised Classification) chscase_census5 Uploaded 08-12-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.4788
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.1597
Cross-validation details (10-fold Crossvalidation)
Build memory
720373948
Cross-validation details (10-fold Crossvalidation)
F measure
0.4871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.49
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0439
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.9469