Run
499281

Run 499281

Task 2072 (Supervised Classification) covertype Uploaded 06-12-2015 by Casey Davis
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Flow

weka.DecisionStump(5)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
0.5936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17900.3231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-62-generic]
Precision
0.2484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.4679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2944
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
479.2609
UserCPU time millis
5510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5200
Cross-validation details (10-fold Crossvalidation)