Run
282472

Run 282472

Task 4559 (Supervised Classification) car Uploaded 09-03-2015 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
0.7163
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5768
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2191.3062
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3383
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
17280
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
0.4903
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7002
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7002
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8057
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4582
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4108
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8966
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1206.8386