Run
236597

Run 236597

Task 4600 (Supervised Classification) gina_prior Uploaded 02-03-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ExtraTree(1)Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
weka.ExtraTree(1)_K-1
weka.ExtraTree(1)_N-1
weka.ExtraTree(1)_S1

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
0.8542
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8542
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7084
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
24565.9158
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1458
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
34680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8542
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8542
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8542
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2916
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3818
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7637
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1464.9318
UserCPU time millis
190
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10 times 10-fold Crossvalidation)