Run
220974

Run 220974

Task 1790 (Supervised Classification) nursery Uploaded 01-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DecisionStump(4)Weka implementation of DecisionStump

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
0.8284
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5509
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4959
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
34646.0006
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1429
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
64800
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4959
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6625
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6625
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5232
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2673
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7234
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
876.0664
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)