Run
6042619

Run 6042619

Task 29 (Supervised Classification) credit-approval Uploaded 22-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomSubSpace_IBk(1)Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL http://citeseer.ist.psu.edu/ho98random.html.
weka.IBk(11)_K1
weka.IBk(11)_Etrue
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.RandomSubSpace_IBk(1)_P0.49149307158450706
weka.RandomSubSpace_IBk(1)_S1
weka.RandomSubSpace_IBk(1)_num-slots1
weka.RandomSubSpace_IBk(1)_I27
weka.RandomSubSpace_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356.0168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2585
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1487.6532
UserCPU time millis
690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)