Run
287403

Run 287403

Task 4280 (Supervised Classification) sleuth_ex2016 Uploaded 13-03-2015 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
0.6545
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
212.5225
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3824
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4855
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
870
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.744
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7356
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7356
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7877
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.441
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8954
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1340.1351
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)