Run
147171

Run 147171

Task 3941 (Supervised Classification) GCM Uploaded 02-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(2)_I80
weka.Bagging_DecisionStump(2)_P100
weka.Bagging_DecisionStump(2)_S1
weka.Bagging_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(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.

22 Evaluation measures

Area under ROC curve
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.3664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1309
Cross-validation details (10-fold Crossvalidation)
Number of instances
190
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
0.0678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7108
Cross-validation details (10-fold Crossvalidation)
Recall
0.1895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.6206
UserCPU time millis
68170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
68170
Cross-validation details (10-fold Crossvalidation)