Run
216851

Run 216851

Task 259 (Supervised Classification) credit-approval Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.RandomSubSpace_REPTree(4)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.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.RandomSubSpace_REPTree(4)_P0.5
weka.RandomSubSpace_REPTree(4)_S1
weka.RandomSubSpace_REPTree(4)_num-slots1
weka.RandomSubSpace_REPTree(4)_I20
weka.RandomSubSpace_REPTree(4)_Wweka.classifiers.trees.REPTree

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
0.93
Per class
Cross-validation details (33% Holdout set)
F measure
0.8763
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7522
Cross-validation details (33% Holdout set)
KB relative information score
103.8574
Cross-validation details (33% Holdout set)
Mean absolute error
0.3008
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8782
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8767
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8767
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6042
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3437
Cross-validation details (33% Holdout set)
Root relative squared error
0.6862
Cross-validation details (33% Holdout set)
SciMark benchmark
876.0664
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
Cross-validation details (33% Holdout set)
UserCPU time millis training
60
Cross-validation details (33% Holdout set)