Run
235335

Run 235335

Task 4222 (Supervised Classification) ipums_la_97-small Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.7856
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.3381
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.299
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
23984.7567
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1674
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2082
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
70190
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
0.3727
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4552
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.7591
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4552
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8041
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3226
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2937
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9103
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1356.2994
UserCPU time millis
11900
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
11880
Cross-validation details (10 times 10-fold Crossvalidation)