Run
153505

Run 153505

Task 3020 (Supervised Classification) covertype Uploaded 10-02-2015 by Joaquin Vanschoren
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Flow

weka.RandomCommittee_RandomTree(2)Weka implementation of RandomCommittee
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomCommittee_RandomTree(2)_S1
weka.RandomCommittee_RandomTree(2)_num-slots1
weka.RandomCommittee_RandomTree(2)_I10
weka.RandomCommittee_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
483711.1069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
581012
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
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3768
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.9865
UserCPU time millis
514340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
11040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
503300
Cross-validation details (10-fold Crossvalidation)